Mplus VERSION 8.4 (Mac)
MUTHEN & MUTHEN
01/27/2023  10:47 AM

INPUT INSTRUCTIONS

  TITLE:
    Exploratory factor analysis of the InDI-A ;

  DATA:
    FILE IS InDIA_exploratory.dat ;

  VARIABLE:
    NAMES ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    USEVARIABLES ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    CATEGORICAL ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    MISSING = . ;

  ANALYSIS:
    TYPE IS EFA 1 5 ;
    ESTIMATOR IS WLSMV ;
    ROTATION = GEOMIN ;
    !PARAMETERIZATION = DELTA ;

  OUTPUT: modindices(all);
          !stand(STDYX);
          !cinterval;
          !sampstat;
          !TECH1;
          !TECH8;
          !TECH10;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  2
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




Exploratory factor analysis of the InDI-A ;

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1063

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            0

Observed dependent variables

  Binary and ordered categorical (ordinal)
   INDIA1      INDIA2      INDIA3      INDIA4      INDIA5      INDIA6
   INDIA7      INDIA8      INDIA9


Estimator                                                    WLSMV
Rotation                                                    GEOMIN
Row standardization                                    CORRELATION
Type of rotation                                           OBLIQUE
Epsilon value                                               Varies
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization Specifications for the Exploratory Factor Analysis
Rotation Algorithm
  Number of random starts                                       30
  Maximum number of iterations                               10000
  Derivative convergence criterion                       0.100D-04
Link                                                        PROBIT

Input data file(s)
  InDIA_exploratory.dat

Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns             9


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.999
 INDIA2         0.998         0.999
 INDIA3         0.996         0.996         0.997
 INDIA4         0.993         0.993         0.992         0.994
 INDIA5         0.995         0.995         0.993         0.991         0.996
 INDIA6         0.999         0.999         0.997         0.994         0.996
 INDIA7         0.998         0.998         0.996         0.993         0.995
 INDIA8         0.995         0.995         0.993         0.991         0.993
 INDIA9         0.999         0.999         0.997         0.994         0.996


           Covariance Coverage
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         1.000
 INDIA7         0.999         0.999
 INDIA8         0.996         0.995         0.996
 INDIA9         1.000         0.999         0.996         1.000


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    INDIA1
      Category 1    0.266          283.000
      Category 2    0.328          348.000
      Category 3    0.195          207.000
      Category 4    0.176          187.000
      Category 5    0.035           37.000
    INDIA2
      Category 1    0.200          212.000
      Category 2    0.265          281.000
      Category 3    0.185          197.000
      Category 4    0.276          293.000
      Category 5    0.074           79.000
    INDIA3
      Category 1    0.234          248.000
      Category 2    0.315          334.000
      Category 3    0.192          203.000
      Category 4    0.204          216.000
      Category 5    0.056           59.000
    INDIA4
      Category 1    0.170          180.000
      Category 2    0.252          266.000
      Category 3    0.216          228.000
      Category 4    0.286          302.000
      Category 5    0.077           81.000
    INDIA5
      Category 1    0.310          328.000
      Category 2    0.351          372.000
      Category 3    0.172          182.000
      Category 4    0.127          134.000
      Category 5    0.041           43.000
    INDIA6
      Category 1    0.251          267.000
      Category 2    0.319          339.000
      Category 3    0.167          178.000
      Category 4    0.197          209.000
      Category 5    0.066           70.000
    INDIA7
      Category 1    0.250          266.000
      Category 2    0.324          344.000
      Category 3    0.208          221.000
      Category 4    0.175          186.000
      Category 5    0.042           45.000
    INDIA8
      Category 1    0.331          351.000
      Category 2    0.324          343.000
      Category 3    0.180          191.000
      Category 4    0.128          136.000
      Category 5    0.036           38.000
    INDIA9
      Category 1    0.282          300.000
      Category 2    0.328          349.000
      Category 3    0.176          187.000
      Category 4    0.152          162.000
      Category 5    0.061           65.000



     NO CONVERGENCE.  NUMBER OF ITERATIONS EXCEEDED.
     PROBLEM OCCURRED IN EXPLORATORY FACTOR ANALYSIS WITH 4 FACTOR(S).


     NO CONVERGENCE.  NUMBER OF ITERATIONS EXCEEDED.
     PROBLEM OCCURRED IN EXPLORATORY FACTOR ANALYSIS WITH 5 FACTOR(S).




SUMMARY OF MODEL FIT INFORMATION


                   Number of                   Degrees of
     Model        Parameters      Chi-Square    Freedom     P-Value

     1-factor           9            600.325        27       0.0000
     2-factor          17            189.771        19       0.0000
     3-factor          24             66.877        12       0.0000
     4-factor         N/A
     5-factor         N/A

                                               Degrees of
     Models Compared              Chi-Square    Freedom     P-Value

     1-factor against 2-factor       324.928         8       0.0000
     2-factor against 3-factor       112.697         7       0.0000



RESULTS FOR EXPLORATORY FACTOR ANALYSIS


           EIGENVALUES FOR SAMPLE CORRELATION MATRIX
                  1             2             3             4             5
              ________      ________      ________      ________      ________
                5.762         0.675         0.597         0.433         0.414


           EIGENVALUES FOR SAMPLE CORRELATION MATRIX
                  6             7             8             9
              ________      ________      ________      ________
                0.373         0.313         0.228         0.205


EXPLORATORY FACTOR ANALYSIS WITH 1 FACTOR(S):


MODEL FIT INFORMATION

Number of Free Parameters                        9

Chi-Square Test of Model Fit

          Value                            600.325*
          Degrees of Freedom                    27
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.141
          90 Percent C.I.                    0.132  0.151
          Probability RMSEA <= .05           0.000

CFI/TLI

          CFI                                0.959
          TLI                                0.946

Chi-Square Test of Model Fit for the Baseline Model

          Value                          14083.206
          Degrees of Freedom                    36
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.049



MINIMUM ROTATION FUNCTION VALUE       5.45827



           GEOMIN ROTATED LOADINGS (* significant at 5% level)
                  1
              ________
 INDIA1         0.763*
 INDIA2         0.810*
 INDIA3         0.847*
 INDIA4         0.765*
 INDIA5         0.777*
 INDIA6         0.710*
 INDIA7         0.804*
 INDIA8         0.824*
 INDIA9         0.694*


           GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
                  1
              ________
      1         1.000


           ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
                0.418         0.343         0.283         0.415         0.396


           ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
                0.495         0.353         0.320         0.518


           S.E. GEOMIN ROTATED LOADINGS
                  1
              ________
 INDIA1         0.014
 INDIA2         0.011
 INDIA3         0.010
 INDIA4         0.013
 INDIA5         0.013
 INDIA6         0.016
 INDIA7         0.012
 INDIA8         0.011
 INDIA9         0.016


           S.E. GEOMIN FACTOR CORRELATIONS
                  1
              ________
      1         0.000


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
                0.021         0.018         0.017         0.021         0.021


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
                0.023         0.019         0.019         0.023


           Est./S.E. GEOMIN ROTATED LOADINGS
                  1
              ________
 INDIA1        54.954
 INDIA2        72.224
 INDIA3        85.634
 INDIA4        56.812
 INDIA5        58.176
 INDIA6        44.317
 INDIA7        68.289
 INDIA8        71.909
 INDIA9        42.544


           Est./S.E. GEOMIN FACTOR CORRELATIONS
                  1
              ________
      1         0.000


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
               19.707        18.884        16.936        20.176        19.089


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
               21.737        18.638        16.957        22.847


EXPLORATORY FACTOR ANALYSIS WITH 2 FACTOR(S):


MODEL FIT INFORMATION

Number of Free Parameters                       17

Chi-Square Test of Model Fit

          Value                            189.771*
          Degrees of Freedom                    19
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.092
          90 Percent C.I.                    0.080  0.104
          Probability RMSEA <= .05           0.000

CFI/TLI

          CFI                                0.988
          TLI                                0.977

Chi-Square Test of Model Fit for the Baseline Model

          Value                          14083.206
          Degrees of Freedom                    36
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.025



MINIMUM ROTATION FUNCTION VALUE       0.84411



           GEOMIN ROTATED LOADINGS (* significant at 5% level)
                  1             2
              ________      ________
 INDIA1         0.743*        0.035
 INDIA2         1.135*       -0.329*
 INDIA3         0.840*        0.020
 INDIA4         0.772*        0.004
 INDIA5         0.593*        0.212*
 INDIA6         0.379*        0.366*
 INDIA7         0.011         0.852*
 INDIA8        -0.001         0.889*
 INDIA9         0.306*        0.425*


           GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
                  1             2
              ________      ________
      1         1.000
      2         0.838*        1.000


           ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
                0.404         0.228         0.265         0.399         0.393


           ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
                0.490         0.258         0.211         0.508


           S.E. GEOMIN ROTATED LOADINGS
                  1             2
              ________      ________
 INDIA1         0.049         0.055
 INDIA2         0.062         0.069
 INDIA3         0.047         0.055
 INDIA4         0.015         0.008
 INDIA5         0.047         0.051
 INDIA6         0.051         0.052
 INDIA7         0.050         0.051
 INDIA8         0.014         0.021
 INDIA9         0.050         0.050


           S.E. GEOMIN FACTOR CORRELATIONS
                  1             2
              ________      ________
      1         0.000
      2         0.019         0.000


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
                0.021         0.022         0.017         0.020         0.021


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
                0.023         0.022         0.022         0.023


           Est./S.E. GEOMIN ROTATED LOADINGS
                  1             2
              ________      ________
 INDIA1        15.065         0.631
 INDIA2        18.279        -4.783
 INDIA3        17.711         0.368
 INDIA4        50.787         0.562
 INDIA5        12.683         4.177
 INDIA6         7.484         6.980
 INDIA7         0.211        16.863
 INDIA8        -0.080        42.247
 INDIA9         6.135         8.485


           Est./S.E. GEOMIN FACTOR CORRELATIONS
                  1             2
              ________      ________
      1         0.000
      2        44.821         0.000


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
               19.105        10.534        15.935        19.584        18.935


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
               21.357        11.648         9.587        22.374


           FACTOR STRUCTURE
                  1             2
              ________      ________
 INDIA1         0.772         0.657
 INDIA2         0.860         0.622
 INDIA3         0.857         0.724
 INDIA4         0.775         0.651
 INDIA5         0.770         0.709
 INDIA6         0.686         0.684
 INDIA7         0.725         0.861
 INDIA8         0.744         0.888
 INDIA9         0.662         0.681


EXPLORATORY FACTOR ANALYSIS WITH 3 FACTOR(S):


MODEL FIT INFORMATION

Number of Free Parameters                       24

Chi-Square Test of Model Fit

          Value                             66.877*
          Degrees of Freedom                    12
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.066
          90 Percent C.I.                    0.051  0.081
          Probability RMSEA <= .05           0.042

CFI/TLI

          CFI                                0.996
          TLI                                0.988

Chi-Square Test of Model Fit for the Baseline Model

          Value                          14083.206
          Degrees of Freedom                    36
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.014



MINIMUM ROTATION FUNCTION VALUE       0.36653



           GEOMIN ROTATED LOADINGS (* significant at 5% level)
                  1             2             3
              ________      ________      ________
 INDIA1         0.672*        0.020         0.116*
 INDIA2         1.146*       -0.351*        0.003
 INDIA3         0.757*        0.257*       -0.129*
 INDIA4         0.693*       -0.016         0.129*
 INDIA5         0.488*        0.358*        0.005
 INDIA6         0.288*        0.464*        0.056
 INDIA7         0.004         0.545*        0.427*
 INDIA8         0.003         0.384*        0.638*
 INDIA9         0.322*        0.006         0.481*


           GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
                  1             2             3
              ________      ________      ________
      1         1.000
      2         0.748*        1.000
      3         0.664*        0.538*        1.000


           ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
                0.408         0.162         0.218         0.403         0.367


           ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
                0.450         0.264         0.179         0.453


           S.E. GEOMIN ROTATED LOADINGS
                  1             2             3
              ________      ________      ________
 INDIA1         0.042         0.036         0.043
 INDIA2         0.103         0.109         0.002
 INDIA3         0.092         0.080         0.056
 INDIA4         0.038         0.021         0.042
 INDIA5         0.080         0.073         0.009
 INDIA6         0.087         0.085         0.063
 INDIA7         0.004         0.076         0.079
 INDIA8         0.003         0.095         0.072
 INDIA9         0.081         0.007         0.065


           S.E. GEOMIN FACTOR CORRELATIONS
                  1             2             3
              ________      ________      ________
      1         0.000
      2         0.078         0.000
      3         0.084         0.083         0.000


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
                0.021         0.035         0.021         0.021         0.023


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
                0.026         0.022         0.025         0.028


           Est./S.E. GEOMIN ROTATED LOADINGS
                  1             2             3
              ________      ________      ________
 INDIA1        15.985         0.567         2.708
 INDIA2        11.107        -3.209         1.882
 INDIA3         8.200         3.232        -2.297
 INDIA4        18.367        -0.743         3.099
 INDIA5         6.135         4.921         0.541
 INDIA6         3.310         5.448         0.888
 INDIA7         0.932         7.182         5.390
 INDIA8         0.804         4.046         8.824
 INDIA9         3.993         0.930         7.446


           Est./S.E. GEOMIN FACTOR CORRELATIONS
                  1             2             3
              ________      ________      ________
      1         0.000
      2         9.578         0.000
      3         7.873         6.514         0.000


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
               19.181         4.638        10.245        18.968        16.168


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
               17.447        11.971         7.112        16.141


           FACTOR STRUCTURE
                  1             2             3
              ________      ________      ________
 INDIA1         0.764         0.586         0.573
 INDIA2         0.886         0.508         0.575
 INDIA3         0.864         0.754         0.512
 INDIA4         0.766         0.572         0.580
 INDIA5         0.759         0.726         0.521
 INDIA6         0.672         0.709         0.496
 INDIA7         0.696         0.778         0.723
 INDIA8         0.713         0.728         0.846
 INDIA9         0.646         0.506         0.698


MODIFICATION INDICES


     MODIFICATION INDICES FOR ANALYSIS WITH 1 FACTOR(S)



     MODIFICATION INDICES


           THETA
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.000
 INDIA2        24.242         0.000
 INDIA3        11.042        41.417         0.000
 INDIA4         0.761        71.569         6.652         0.000
 INDIA5         3.613         6.979        32.488         0.033         0.000
 INDIA6         6.753        15.324         0.564         0.475        10.418
 INDIA7        17.148        85.146        21.825        21.401         2.418
 INDIA8         8.123        79.314        39.961        12.472        10.828
 INDIA9         0.251         0.004        35.060         0.436         0.225


           THETA
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.000
 INDIA7        17.635         0.000
 INDIA8         0.313       219.275         0.000
 INDIA9        11.209         1.021        50.474         0.000


     EXPECTED PARAMETER CHANGE


           THETA
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.000
 INDIA2         0.065         0.000
 INDIA3         0.044         0.078         0.000
 INDIA4         0.013         0.106        -0.036         0.000
 INDIA5        -0.028        -0.039         0.071        -0.003         0.000
 INDIA6        -0.042        -0.063         0.011         0.011         0.047
 INDIA7        -0.064        -0.145        -0.068        -0.070        -0.023
 INDIA8        -0.044        -0.140        -0.091        -0.055        -0.049
 INDIA9         0.008         0.001        -0.096        -0.010        -0.007


           THETA
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.000
 INDIA7         0.060         0.000
 INDIA8        -0.008         0.179         0.000
 INDIA9        -0.057         0.015         0.098         0.000


     MODIFICATION INDICES FOR ANALYSIS WITH 2 FACTOR(S)



     MODIFICATION INDICES


           THETA
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.000
 INDIA2         0.401         0.000
 INDIA3         3.969         1.668         0.000
 INDIA4         0.340        25.710        31.547         0.000
 INDIA5         7.225        29.642        42.315         0.343         0.000
 INDIA6         5.353         9.759         4.815         3.643        14.855
 INDIA7         0.292         0.156         0.504         0.107         0.337
 INDIA8         2.177         1.306         2.192         1.188        11.139
 INDIA9         3.946        18.720        30.730         0.669         0.105


           THETA
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.000
 INDIA7        14.942         0.000
 INDIA8        14.642         0.948         0.000
 INDIA9        20.800         6.801        46.563         0.000


     EXPECTED PARAMETER CHANGE


           THETA
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.000
 INDIA2         0.011         0.000
 INDIA3         0.025        -0.023         0.000
 INDIA4        -0.008         0.087        -0.076         0.000
 INDIA5        -0.035        -0.085         0.075        -0.008         0.000
 INDIA6        -0.033        -0.051         0.029         0.026         0.049
 INDIA7        -0.009        -0.009         0.011        -0.005        -0.009
 INDIA8         0.024         0.027        -0.023         0.018        -0.053
 INDIA9         0.028         0.070        -0.080         0.012        -0.004


           THETA
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.000
 INDIA7         0.064         0.000
 INDIA8        -0.067        -0.040         0.000
 INDIA9        -0.068        -0.047         0.125         0.000


     MODIFICATION INDICES FOR ANALYSIS WITH 3 FACTOR(S)



     MODIFICATION INDICES


           THETA
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.000
 INDIA2         7.427         0.000
 INDIA3        14.516         2.543         0.000
 INDIA4         0.016        13.745        25.572         0.000
 INDIA5         3.108         9.037         9.315         1.767         0.000
 INDIA6         2.903         0.246        15.515        15.883         0.782
 INDIA7         0.245         6.245         0.134         0.128         4.877
 INDIA8         0.222         1.123        10.384         0.376         2.442
 INDIA9         1.806         0.229         8.088         0.973        21.847


           THETA
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.000
 INDIA7         7.777         0.000
 INDIA8         3.518         4.069         0.000
 INDIA9         3.015         3.030         0.703         0.000


     EXPECTED PARAMETER CHANGE


           THETA
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.000
 INDIA2        -0.066         0.000
 INDIA3         0.052         0.034         0.000
 INDIA4        -0.002         0.098        -0.072         0.000
 INDIA5        -0.023        -0.055         0.067         0.017         0.000
 INDIA6        -0.024         0.011        -0.088         0.056         0.018
 INDIA7        -0.007         0.070        -0.006        -0.005        -0.035
 INDIA8         0.008        -0.028         0.066        -0.010        -0.027
 INDIA9         0.021        -0.013        -0.057        -0.017         0.077


           THETA
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         0.000
 INDIA7         0.051         0.000
 INDIA8        -0.035         0.093         0.000
 INDIA9        -0.031        -0.046         0.038         0.000


     MODIFICATION INDICES FOR ANALYSIS WITH 4 FACTOR(S)



     MODIFICATION INDICES FOR ANALYSIS WITH 5 FACTOR(S)



     Beginning Time:  10:47:19
        Ending Time:  10:47:19
       Elapsed Time:  00:00:00



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